Birefringent materials as the key materials in laser science and technology have attracted continuous attention due to their ability to modulate polarized light. Herein, a new lead vanadate tellurate, Pb 2 TeV 2 O 10 , has been synthesized through the rational integration of different kinds of birefringence-active functional units. Pb 2 TeV 2 O 10 features a unique two-dimensional (2D) [TeV 2 O 10 ] ∞ layered structure consisting of [VO 6 ] 7− and [TeO 6 ] 6− octahedra, and Pb 2+ cations reside between the [TeV 2 O 10 ] ∞ layers. In addition, the rare edge-sharing mode of [VO 6 ] 7− and [TeO 6 ] 6− octahedra was found in this structure. Attributed to the high polarizability and appropriate arrangement of PbO 8 , VO 6 , and TeO 6 units, Pb 2 TeV 2 O 10 possesses a great theoretical birefringence of 0.275 at 532 nm, which is the largest among the vanadate tellurate family. The spectral tests also prove that Pb 2 TeV 2 O 10 showcases a broad transparency window (439 nm−10 μm), covering an important mid-infrared (IR) atmospheric window (3−5 μm). In addition, in order to improve the transparency, alkali and alkaline earth metal cations were introduced by the substitution strategy, and then the compound K 2 Sr 2 Te 2 O 9 was synthesized. It owns a shorter ultraviolet (UV) cutoff edge of 234 nm and a wider transparency window (234 nm− 13.8 μm). The findings of Pb 2 TeV 2 O 10 and K 2 Sr 2 Te 2 O 9 enrich the structure chemistry of the tellurate family and provide new insights for designing new compounds with large optical anisotropy and wide spectral transparency.